Error controlling of the combined Cluster-Expansion and Wang–Landau Monte-Carlo method and its application to FeCo

Zongrui Pei, Markus Eisenbach, Sai Mu, G. Malcolm Stocks

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Simulating order–disorder phase transitions in magnetic materials requires the accurate treatment of both the atomic and magnetic interactions, which span a vast configuration space. Taking FeCo as a prototype system, we demonstrate that this can be accurately and efficiently addressed by the combined Cluster-Expansion method and Wang–Landau algorithm. All involved key parameters in this method are carefully tested. Based on these tests, error controlling approaches are also developed. Our method is readily applicable to the study of similar second-order phase transitions in other binary and multi-component systems.

Original languageEnglish
Pages (from-to)95-101
Number of pages7
JournalComputer Physics Communications
Volume235
DOIs
StatePublished - Feb 2019

Funding

This work was sponsored by the U.S. Department of Energy , Office of Science , Basic Energy Sciences , Materials Science and Engineering Division . This research used resources of the Oak Ridge Leadership Computing Facility, which is supported by the Office of Science of the U.S . Department of Energy under Contract No. DE-AC05-00OR22725 . This work was sponsored by the U.S. Department of Energy, Office of Science, Basic Energy Sciences, Materials Science and Engineering Division. This research used resources of the Oak Ridge Leadership Computing Facility, which is supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC05-00OR22725.

Keywords

  • Chemical ordering
  • Cluster expansion
  • Wang–Landau Monte Carlo

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